4082 Courses and Certifications

Online IT Software Courses & Certifications

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Certificate

Launching into Machine Learning

The Launching into Machine Learning programme is a part of the Machine Learning with TensorFlow specialisation, offered by Google Cloud. This Beginner-level online professional course takes about 14 hours to complete. The course of instruction in English and subtitles are also provided for ease of grasping. 

The Launching into Machine Learning online course is offered by industry-leading professionals who have had multiple years of work experience in Machine learning and Tensorflow. Thus, you can be assured of being trained by the best in class. Through this course, you will understand the essence of deep learning and how to optimise it to mitigate common problems in machine learning. 

The Launching into Machine Learning certification syllabus provides you with repeatable and scalable test datasets perfect for training and evaluation. Moreover, you will learn to evaluate the models through loss functions and performance metrics. What’s more, the flexible schedule allows you to learn at your own pace and convenience. 

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8 Weeks
Beginner
4,117
Skills Covered:
Machine learning

Offered by

Certificate

How Google does Machine Learning

8 Weeks
Beginner
4,117
Certificate

Intelligent Investing for Everyone

The Intelligent Investing for Everyone programme addresses the various investment-related topics and bridges the gap between professional investors and everyone else. Whether you're investing in your own portfolio or an organisation's, you can enjoy better investment outcomes using AI, Machine Learning (ML), Blockchain, and big data techniques and tools.

This 8-week online curriculum involves interactive sessions held by the prestigious Berkeley Haas faculty. It has been divided into eight modules for maximum comprehension. Approximately 3-5 hours every week will be required to finish the Intelligent Investing for Everyone course.

You’ll learn concepts via case studies, moderated discussion groups, live office hours, and real-world application exercises. Once you complete the Intelligent Investing for Everyone training successfully, you’ll be one step closer to UC Berkeley’s alumni, a private worldwide network of over 41,000 members across 80 countries. 

You will also get a completion certificate from UC Berkeley Executive Education that highlights your gained skills to prospective recruiters.

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8 Weeks
Skills Covered:
Financial knowledge
Certificate

Networks Illustrated: Principles Without Calculus

The Networks Illustrated: principles Without Calculus course is offered by Princeton University and is taught by two top educators with a background of Electrical Engineering. This is a beginner-level programme and takes approximately 24 hours to complete. This course has around 12 modules, with extensive videos and quizzes. Besides, you will get practice assignments and exercises within the curriculum.

The Online Networks Illustrated: Principles Without Calculus Programme by Coursera explores answers using simple language and addresses fundamental questions about the social and technical network systems by summarising theories. The course proceeds with illustrations, anecdotes and analogies and mathematics as elementary as addition and multiplication. 

Coursera’s Networks Illustrated: Principles Without Calculus, is a course which explores the theories behind the social and technical connections. Networking Courses usually involve a lot of mathematical details for better understanding of the algorithms and systems behind the social and technological networks. However, to fully understand networking, you need to look more into the main ideas behind how the networking systems function. 

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8 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
Network Security

Offered by

RIT via Edx
Certificate

Network Security

The Network Security course thoroughly covers all the aspects of network security such as network auditing, intrusion detection, evidence collection, and even contingency planning against attacks. The meticulously designed course content very lucidly explains how to prepare for network attacks using numerous pattern-proof strategies and also teaches how to defend against network attacks from a wider perspective.

Network Security by edX very thoroughly discusses various vulnerabilities in networks and systems. Through this course, candidates get to understand how to identify when attacks are happening inside the networks using strategically presented course material and lectures. The 8-week self-paced Network Security training empowers the candidates with ample time and opportunity to thoroughly understand various topics and aspects of network security, its impact, and various guidelines related to it. The candidates also get to explore the concepts and principles of wireless and wired data network security. The Network Security programme also discusses physical layer mechanisms, applications, filters, and encryption. 

There are 2 tracks namely the audit and the verified track offered by edX which are self-paced. The candidates may choose any of these tracks that can be enrolled. The main differences between these 2 tracks are the access timing for the course materials and obtaining the certificate of participation. During the audit track, the access is limited and no certification is given whereas during the verified track, access is unlimited and a certification is also offered.

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8 Weeks
Skills Covered:
Knowledge of Cyber Security
Information Security 5 Secure Systems Engineering

Offered by

Certificate

Information Security - 5 - Secure Systems Engineering

In this era of globalisation and mongering threat of cybersecurity attacks, developing secure and efficient computer systems and the regime has become inevitable for every organisation touched by the digital revolution. Information Security - 5 - Secure Systems Engineering by SWAYAM discusses everything one needs to know about information security and the engineering of secure systems to build a strong conceptual idea of the same.

The syllabus deals with various challenges and issues in systems and mechanisms by which they can be mitigated. The first part will cover such security threats which can hamper the system health and can lead to major cyberattacks. To understand them in-depth, the course will also discuss how such vulnerabilities could arise from simple programming flaws like a buffer that overflows to complicated application runtime characteristics that are demonstrated through side-channels like the power consumption of the device and execution time. 

It will also deal with the case analysis of recent cyberattacks like Heartbleed, Stagefright, and Meltdown and Spectre. The course will be taught by adopting multimedia technology and aims to reach every person looking for quality education at minimal to no cost. It will be taught by a faculty from IIT Madras.

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8 Weeks
Free
Brochure
Skills Covered:
Knowledge of Cyber Security
Probability for Computer Science

Offered by

Certificate

Probability for Computer Science

The Probability for Computer Science Certification Course is a massive open online course that discusses the important topics in probability. The course available in online format on the Swayam learning platform is not a typical mathematics course. The course will familiarise learners with the concepts of probability along with its applications in algorithms and computer science. The Probability for Computer Science Training will be provided by Prof. Nitin Saxena of IIT Kanpur. The course will be taught via video lectures and is aimed at the undergraduate or post-graduate level. The model of assessments constitutes assignments and exams upon completion of which, learners will receive the  Probability for Computer Science Certification by NPTEL and IIT Kanpur.

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8 Weeks
Free
Skills Covered:
Computer skills

Offered by

University of the Witwatersrand, Johannesburg via Edx
Certificate

Results Based Project Management Monitoring and Evaluation

To help ensure optimum use of resources, and deliver the benefits promised to citizens and beneficiaries, the public service sector, multilateral development agencies, and even the non-governmental sectors rely on monitoring, evaluation, and other results-based management tools. As such, the need for courses like the Results-Based Project Management: Monitoring and Evaluation by edX are more pressing now than it has ever been.

The University of the Witwatersrand, Johannesburg (Wits University) has created the Results-Based Project Management programme, collaborating with CLEAR Anglophone Africa, to address the increasing demand for Project Managers in Africa and other parts of the world.

The Results-Based Project Management Certification Syllabus starts by introducing the results framework and its performance indicators. You will learn how to use monitoring and evaluation systems as sources of evidence, which managers can use for decision-making.

The Results-Based Project Management online course will also help you develop a results-based approach for designing and managing public sector programmes. You will learn how to optimise resource use and ensure that the project delivers the desired tangible benefits.

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8 Weeks
Intermediate
Free
Skills Covered:
Project management
Machine Learning for Earth System Sciences

Offered by

Certificate

Machine Learning for Earth System Sciences

The Machine Learning for Earth System Sciences certification course offers a comprehensive exploration of spatio-temporal statistics and data mining, focusing on their applications in earth system sciences. Intended for final-year undergraduates, postgraduates, and research students, it covers earth system observations, data analytics, and modelling in domains like hydrology and climate.

Prerequisites include mandatory machine learning knowledge, optional deep learning expertise, and a working understanding of earth system science domains. The Machine Learning for Earth System Sciences certification by Swayam caters to both undergraduate and postgraduate levels, fostering a solid grasp of statistical concepts in analysing earth system phenomena.

Also Read: Online Machine Learning Certification Courses

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8 Weeks
Enquire
Google Cloud Computing Foundations

Offered by

Certificate

Google Cloud Computing Foundations

The Google Cloud Computing Foundations certification course provides a comprehensive exploration of cutting-edge technologies, empowering students to navigate the complexities of Cloud Computing and ML. By emphasising practical skills and hands-on experience, it equips participants with a valuable skill set highly relevant to today's technology-driven landscape.

The Google Cloud Computing Foundations certification by Swayam is tailored for individuals with a foundational understanding of IT and a keen interest in delving into Cloud Computing and Machine Learning (ML). Throughout the course, students explore key concepts in Cloud and ML, which contribute to their overall undergraduate academic progress.

Also Read: Online Cloud Computing Certification Courses

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8 Weeks
Enquire
Wireless Ad Hoc and Sensor Networks

Offered by

Certificate

Wireless Ad Hoc and Sensor Networks

8 Weeks
Free
Enquire
Certificate

iLabX – The Internet Masterclass

The Internet is the world’s largest network. It connects everybody, from machines to people, in all life areas, be it stock exchange or art. But have you ever wondered how it all really works? Well, with the iLabX – The Internet Masterclass by edX, you will understand all the underlying internet mechanisms, along with creating a network of your own.

Every module in the iLabX – The Internet Masterclass curriculum starts with the historical background of all the Internet’s mechanisms and tools. The modules will be delivered to you through videos, texts, and other diverse interactive learning elements. You will also work on a unique vLab virtual Internet laboratory, to create an internet of your own.

The iLabX – The Internet Masterclass online programme also features many practical exercises to consolidate the concepts learnt. Moreover, you can also opt for a certificate if you wish to gain employment benefits after completing the programme. All you need is enough curiosity to learn about the Internet. There are two options for learners to enrol for the online course programme; verified and audit modes. In the audit-free mode, the candidates can access the programme only for a limited period of time.

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8 Weeks
Beginner
Skills Covered:
Knowledge of computer networking
Distributed Systems

Offered by

Certificate

Distributed Systems

The Distributed Systems online course is an 8 weekly program offered by Swayam. A distributed system is a computerized system in which multiple components placed on computer networks communicate and coordinate their operations through the transmission of messages. Multiple components collaborate with each other to attain a common purpose.

Distributed applications or software that operate concurrently on numerous computers in a network and can be saved in the database or in the cloud. This Distributed Systems training gives an in-depth overview of the fundamental ideas and models underpinning distributed computing theory, methods, and systems.

The Distributed Systems syllabus covers some of the emerging topics such as distributed hash tables, peer-to-peer computing, google file system, spark, HDFS, security in distributed systems, and sensor networks. students who complete this course will have a thorough understanding of how things function in a distributed setting.

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8 Weeks
Free
Skills Covered:
Knowledge of cloud computing Knowledge of computer networking
Design and Engineering of Computer Systems

Offered by

Certificate

Design and Engineering of Computer Systems

The Design and Engineering of Computer Systems certification course is an eight weeks online course offered on the platform of Swayam. During this course syllabus, the candidates will learn the ways of designing computer systems operating systems, computer networks, and architecture. This programme is jointly taught by the initiatives of IIT Bombay, and NPTEL. 

The Design and Engineering of Computer Systems training shall be fully accessible to people who have a basic knowledge of the concepts of computer programming. The candidates will have to register for the final exam, and then complete the exam to secure passing marks in the assignments and the final examination to secure 2 credit points on completion.

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8 Weeks
Free
Skills Covered:
Knowledge of engineering

Offered by

Red Hat via Edx
Certificate

Fundamentals of Red Hat Enterprise Linux

Fundamentals of Red Hat Enterprise Linux by edX will help students learn the practical techniques for using the Red Hat enterprise using the Linux concepts. It will guide the candidates to perform the basic systems while attending to administration tasks. The session for the Fundamentals of Red Hat Enterprise Linux certification course will show how a Linux system is categorically organized. Practice sets will also be made available to the students so that they can administer their tasks and solve their problems while studying the Fundamentals of Red Hat Enterprise Linux certification program.

The Certification Course will provide the reasons for how Linux is an open-source development model and its importance in the computing world. Fundamentals of Red Hat Enterprise Linux training will open new opportunities for students in the world of IT. The session in an online course will make working with Linux easy both on the mobile, on the desktop or in the remote system. The students will be working in both the private and public cloud environment during the Program in Fundamentals of Red Hat Enterprise Linux by edX. The course offers two study tracks, one is the audit track which has the option to self-study the course but for a limited time free of cost. The other track is the verified track during which the candidates can access the course materials for an unlimited period by paying a nominal fee. 

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8 Weeks
Beginner
Skills Covered:
Knowledge of Linux
Business Analytics for Leaders

Offered by

IMD
Certificate

Business Analytics for Leaders Online

There is almost nothing in a company today that is not affected by data analytics, regardless of industry. The 8 weeks Business Analytics for Leaders online course provided by IMD offers candidates with a strategic, high-level grasp of digital analytics and big data analytics. Candidates will also receive a quick introduction to the use of Machine Learning and Artificial Intelligence in business, which may be applied to their situation.

Business Analytics for Leaders course provides a high-level grasp of how to apply business analytics strategically. The course offers a uniquely practical approach, with tips, tools, and inputs that can be applied right away in the day-to-day job. IMD offers a high-quality learning environment.

The Business Analytics for Leaders online syllabus helps to understand how to apply business analytics to gain a competitive advantage. Candidates will be able to identify the various degrees of analytics development and know where their business sits in a competitive and dynamic market. By the end of the course, candidates will be awarded a Business Analytics for Leaders online training certificate from IMD.

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8 Weeks
2,950
Skills Covered:
Business analytics knowledge Knowledge of Artificial Intelligence
Advanced Graph Theory

Offered by

Certificate

Advanced Graph Theory

Advanced Graph Theory certification course will offer the candidates learning on the different notions of the graph theory. All the theories and algorithms have been well discussed so that the candidates know their importance in the field of computer science.

The aspirants will be covering the fundamental principles during the course along with the techniques in the field of Graph Theory. Some emerging applications will be discussed with the candidates so that they have a glimpse of significant impact. Spanning trees and enumeration are headings where the experts have laid emphasis on. The course prepares the candidates for industry exposure as well.

After the completion of the Advanced Graph Theory certification, the candidates will be having intimate knowledge about the role of graph theory and the technology used to solve all of these problems. The candidates will be coming across many of the theorems and how the algorithm is formed for each of these in the computer science field.

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8 Weeks
Free
Skills Covered:
Mathematical skill
Certificate

User-Centric Computing for Human-Computer Interaction

The interdisciplinary field of human-computer interaction is a relatively new domain of study. It has gained traction due to an increased spread of consumer electronic products. The User-Centric Computing for Human-Computer Interaction certification course is designed to teach you the ideas governing this field of study. You will study how to design user-centric systems from a computational/engineering viewpoint.

The User-Centric Computing for Human-Computer Interaction certification course will focus on the challenge of making interactive systems user-friendly for laypeople. During the course, you will learn how engineering and computer science are essential to design such systems. You will also understand how user behavior and mental state are captured, modeled, and integrated into the design process to make the interactive systems responsive.

The User-Centric Computing for Human-Computer Interaction online training programme lets you look at the computational and engineering problems in developing human-computer interfaces. This eight-week-long course by Swayam is an FDP course approved by the AICTE.

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8 Weeks
Free
Brochure
Skills Covered:
Knowledge of engineering
Tools in Scientific Computing

Offered by

Certificate

Tools in Scientific Computing

There has been a lot of advances in computer hardware and software libraries. Due to this, we can undertake scientific computing that requires high precision and with relative ease. Tools in Scientific Computing program is an elective course that explores various methods of computing. It emphasizes hands-on implementation while covering all the theory-based topics. The course will talk about major problems you might encounter while implementing these scientific computing tools. 

The syllabus of Tools in Scientific Computing certification has been developed by faculty at IIT Guwahati. This AICTE approved FDP course is available on Swayam, an online learning platform with support from the Government of India. Professor Aditya Bandopadhyay will be teaching this course. This is an undergraduate/postgraduate course in mechanical engineering, computational mechanics, and computational engineering.  

Tools in Scientific Computing is a digital course that uses assignments and practical usage of Python, GNU Octave, and C-based PETSC as learning tools. You can also opt for an e-certificate by sitting for an offline exam at the end of the term. 

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8 Weeks
Free
Skills Covered:
Computer skills

Offered by

Chalmers University of Technology, Gothenburg via Edx
Certificate

Computer System Design: Advanced Concepts of Modern Microprocessors

The Computer System Design: Advanced Concepts of Modern Microprocessors course by edX is a computer science course that explains advanced concepts behind today’s multi core-based computers’ design. Derived from the Chalmers University of Technology’s advanced graduate programme in computer architecture, this eight-week training is instructor-led, requiring four to six hours of studying every week. 

The Computer System Design certification syllabus covers an extensive range of topics. These include the essentials of exploiting parallelism amidst instructions, like branch predictions, out-of-order executions, exception handling, etc. It also touches upon memory systems’ advanced concepts, including cache coherency and prefetching. These vital learnings will help you understand how future computer systems will rely on these to maximise their computer effectiveness. 

Furthermore, you can audit this Computer System Design: Advanced Concepts of Modern Microprocessors online course for free thereby getting limited course material access or paying to receive the certification during the verified track that offers unlimited course access. There are video transcripts to help you understand the curriculum lessons fluidly. You will also be part of a learners’ community, filled with like-minded individuals to discuss topics.

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8 Weeks
Expert
Skills Covered:
Knowledge of computer application

Offered by

Chalmers University of Technology, Gothenburg via Edx
Certificate

Computer Systems Design for Energy Efficiency

Understanding a modern computer’s building blocks and how they directly affect a program’s efficiency and speed is crucial to being a skilled computer science professional. Whether you work with mobile computer-based, cloud, or embedded systems, energy efficiency and performance are the key drivers of competitiveness and usability of computerised products. EdX presents the Computer Systems Design for Energy Efficiency certification course to make you fluent in these concepts.

The Computer Systems Design for Energy Efficiency certification syllabus will teach you about designing modern multicore-based computers. It will also guide you in understanding how your design choices impact energy consumption and performance. The curriculum covers design principles like cache memories and pipelines that govern modern microprocessors and ways to determine your design’s effect on energy efficiency and execution time. 

Offered by the Chalmers University of Technology, the Computer Systems Design for Energy Efficiency programme originates from their senior undergraduate curriculum in ‘Computer System Design’. This eight-week intermediate training follows an instructor-led schedule, which you can either audit for free or purchase to get the prestigious certificate. It is entirely online and requires no prior knowledge about how computers work. Students can choose their paths from among the ones stated on the Edx website. These are called the audit and the verified track which are both self-paced. The verified track is payable but offers unlimited access and the audit track is completely free but offers only limited course material access.

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8 Weeks
Intermediate
Skills Covered:
Knowledge of computer application
Introduction to Soft Computing

Offered by

Certificate

Introduction to Soft Computing

Introduction to Soft Computing certification course will help the candidates learn about the approach to computing. The candidates will be learning about the applications so that they are able to understand the learning properly. The different operators and their introduction will be given to the candidates before they start with the topic.

The aspirants will be learning all the attributes in it in an easy manner. All the learning materials have been provided with the course, the candidates can access them anytime. Several terminologies have been repeatedly covered so the aspirants are clear on those.

Introduction to Soft Computing certification will help the candidates shine bright with the learning they will acquire here. The learning offered also covers some of the high-level concepts which prepare the candidates for higher studies in the topic. The certification is of value to the student or trainers who want any kind of industry exposure.

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8 Weeks
Free
Brochure
Skills Covered:
Computer skills Mathematical skill
Embedded System Design with ARM

Offered by

Certificate

Embedded System Design with ARM

Swayam’s Embedded System Design with ARM certification course discusses embedded system design, imparting knowledge about its introductory concepts and microcontrollers’ fundamentals as well. Enrolled candidates will benefit majorly from the ARM microcontrollers demo sessions and hands-on practice for system design, also learning about IoT-based designs’ developmental aspects. What’s more, the curriculum is premised on state-of-the-art programming environments and microcontroller boards, keeping candidates updated with current industry standards. 

The Embedded System Design with ARM certification syllabus covers both basics and advanced topics. Candidates discover actuators and sensors’ interfacing problems, smart home concepts, embedded programming platforms, ARM microcontrollers’ set, instruction set architecture, and numerous other areas. This eight-week elective program is highly-acknowledged amongst Qualcomm, Texas Instruments, TCS, HP, Samsung, and similar companies, assisting students in seeking job profiles in this industry. 

Falling under the purview of ‘Computer Science and Engineering’, the Embedded System Design with ARM online course is an FDP one. It is AICTE-approved and set at the undergraduate tier. Candidates may also acquire certificates by registering for Swayam’s proctored test, clearing it, and gaining sufficient marks in their weekly assignments.

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8 Weeks
Free
Brochure
Skills Covered:
Knowledge of engineering
Descriptive Statistics with R Software

Offered by

Certificate

Descriptive Statistics with R Software

Descriptive statistics extracts the information hidden under any data. In the Descriptive Statistics with R Software programme, you will learn about descriptive statistics' various tools. You will be using the open-source R software to learn these tools based on mathematical and statistical functions. This course has been designed for undergraduate students studying mathematics and science or humanities students with a background in statistics. If you are a professional working in analytics, you will find this course useful.

Descriptive Statistics with R Software certification is an online course of eight-week duration in Mathematics. It is an elective undergraduate/postgraduate course taught by the faculty of IIT Kanpur and NIT Sikkim. There will be assignments and practical usage of the software to break the monotony of theoretical lectures. All the course material will be available for free on the online learning portal Swayam.

Descriptive Statistics with R Software also offers certification. For this, you must submit all assignments and appear for an offline exam that is conducted after the course conclusion.

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8 Weeks
Free
Skills Covered:
Statistical skills
Criminalistics

Offered by

Certificate

Criminalistics

The Criminalistics certification course by Swayam is an eight-week course designed to educate the candidates about crime scene investigation. The course holds a total of two credits and the candidate can avail it as a core programme. 

This is an undergraduate level programme and is taught by Prof. Devasish Bose, who teaches in the Department of Criminology and Forensic Science, Dr Harisingh Gour Vishwavidyalaya, MP. Moreover, the certificate course in Criminalistics has a very comprehensive syllabus that allows you to learn about the several important topics that fall under criminalistics study. 

The Criminalistics course will take you through a basic understanding of the crime scenes; how to efficiently manage the crime scene and handle the evidence. You will also learn about the importance of sketching, sampling, and photography in a crime investigation. Lastly, the programme will explain the need of reconstruction for a crime scene for substantial results. 

Avail your certificate course in Criminalistics to commence your career in the field of crime scene investigation and criminal investigation. 

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8 Weeks
Skills Covered:
Knowledge of law
Artificial Intelligence Constraint Satisfaction

Offered by

Certificate

Artificial Intelligence Constraint Satisfaction

Problem-solving for humans can be a tough nut to crack, and that is why certain approaches to problems can be tweaked for efficient resolution. Problem-solving in the field of artificial intelligence is not confined to a single approach but many. Problem solvers may be based on memory, search, reasoning, and knowledge representation. In AI: Constraint Satisfaction certification course, the approach to problem-solving by posing them as constraint satisfaction problems has been discussed lucidly along with the general methods to solve them. 

AI: Constraint Satisfaction certification by IIT Madras. The course is taught by renowned IIT Madras faculty Prof. Deepak Khemani. Throughout this course, candidates will learn how a user poses a problem as a CSP, and then calls an off-the-shelf solver. This course carries two credits and will teach candidates about the general approaches to solving finite domain CSPs while exploring how search can be clubbed with constraint propagation to determine solutions in the field of Artificial Intelligence.

The AI: Constraint Satisfaction online course is a companion to Artificial Intelligence: Search Methods for Problem Solving course and Artificial Intelligence: Knowledge Representation & Reasoning. It has been approved by AICTE as an FDP course to upskill the faculty in the current domain.

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8 Weeks
Free
Skills Covered:
Knowledge of Artificial Intelligence
Introduction to Watson AI

Offered by

IBM via Edx
Certificate

Introduction to Watson AI

In the Introduction to Watson AI online course, the applicants will be learning the working principles of using Artificial Intelligence with the help of the mechanisms of IBM Watson. The students will be studying the ways AI works on the IBM platform. The ways of how Watson works with its client will also be covered in the Introduction to Watson AI certification syllabus. 

The Introduction to Watson AI programme will be delivered in 8 weeks time frame. The module will cover important topics and will help the candidates develop an understanding of-  How IBM Watson AI works, Experience and demonstrate AI in action yourself using Watson, Common use cases for AI, Fundamentals of AI and Watson machine learning, and others. For making the course accessible subtitles are available and lecture videos, quizzes, and assignments have been provided. The programme has the provision of self-paced learning.

Learners will have the leverage and choose any track from the two mentioned ones: audit and verified tracks. These tracks are self-paced and offer limited and unlimited course material access for the verified and audit tracks respectively.

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8 Weeks
Beginner
Skills Covered:
Knowledge of Artificial Intelligence

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